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Topic extraction with Non-negative Matrix Facto...
n_samples=2000 and n_features=1000, batch_size=128... done...features, n_samples=2000 and n_features=1000, batch_size=128... done...scikit-learn.org/stable/auto_examples/applications/plot_topics_extraction_with_nmf_lda.html -
Version 1.1 — scikit-learn 1.6.1 documentation
allows n_components == n_features , if algorithm='randomized' . #22181...ion with solver="newton-cg" , fit_intercept=True , and a single...scikit-learn.org/stable/whats_new/v1.1.html -
label_ranking_average_precision_score — scikit-...
sample_weight = None ) [source] # Compute ranking-based...of shape (n_samples,), default=None Sample weights. Added in version...scikit-learn.org/stable/modules/generated/sklearn.metrics.label_ranking_average_precision_score.html -
Multi-dimensional scaling — scikit-learn 1.6.1 ...
n_components = 2 , max_iter = 3000 , eps = 1e-9 , random_state = seed...random_state = seed , n_jobs = 1 , n_init = 1 , ) npos = nmds . fit_transform...scikit-learn.org/stable/auto_examples/manifold/plot_mds.html -
power_transform — scikit-learn 1.6.1 documentation
method = 'yeo-johnson' , * , standardize = True , copy = True )...{‘yeo-johnson’, ‘box-cox’}, default=’yeo-johnson’ The power transform...scikit-learn.org/stable/modules/generated/sklearn.preprocessing.power_transform.html -
ParameterSampler — scikit-learn 1.6.1 documenta...
>>> rng = np . random . RandomState ( 0 ) >>> param_grid = { 'a'...param_list = list ( ParameterSampler ( param_grid , n_iter = 4 , ......scikit-learn.org/stable/modules/generated/sklearn.model_selection.ParameterSampler.html -
MetaFilter Projects
<div class="svg-sprite" id="svg-sprite-container" style="display:none"></div>...type="text/javascript"> !function() { var static_server = 'dh...projects.metafilter.com -
Scaling the regularization parameter for SVCs —...
param_range = Cs , cv = cv , n_jobs = 2 , ) results [ label ] = test_scores...axes = plt . subplots ( nrows = 1 , ncols = 2 , sharey = True...scikit-learn.org/stable/auto_examples/svm/plot_svm_scale_c.html -
MetaFilter Chat | MetaFilter
<div class="svg-sprite" id="svg-sprite-container" style="display:none"></div>...type="text/javascript"> !function() { var static_server = 'dh...www.metafilter.com/chat/ -
Map data to a normal distribution — scikit-lear...
QuantileTransformer N_SAMPLES = 1000 FONT_SIZE = 6 BINS = 30 rng = np . random...distribution df = 3 X_chisq = rng . chisquare ( df = df , size = size )...scikit-learn.org/stable/auto_examples/preprocessing/plot_map_data_to_normal.html